Sentence-Input Error Correction Task

A Sentence-Input Error Correction Task is a sentence processing task that is a linguistic error correction task.

• Context:
  • It can be solved by a Sentence Correction System (that implements a sentence correction algorithm.).
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• Example(s):
  • Sentence-Input Typographical Error Correction Task.
  • Sentence-Input Grammatical Error Correction Task, such as: CONLL-2014 GEC Task.
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• Counter-Example(s):
  • a Sentence Paraphrasing or Sentence Compression Task.
  • a Sentence Parsing Task.
  • a Passage-Input Error Correction Task.
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• See: Grammatical Error Correction.

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References

2017

• (Schmaltz et al., 2017) ⇒ Allen Schmaltz, Yoon Kim, Alexander Rush, and Stuart Shieber. (2017). “Adapting Sequence Models for Sentence Correction.” In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing.
  • QUOTE: ... The task of sentence correction is to convert a natural language sentence that may or may not have errors into a corrected version. The task is envisioned as a component of a learning tool or writing-assistant, and has seen increased interest since 2011 driven by a series of shared tasks (Dale and Kilgarriff, 2011; Dale et al., 2012; Ng et al., 2013, 2014). ...

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